Incorporating Vector Space Similarity in Random Walk Inference over Knowledge Bases.
Matt GardnerPartha Pratim TalukdarJayant KrishnamurthyTom M. MitchellPublished in: EMNLP (2014)
Keyphrases
- random walk
- vector space
- distance measure
- knowledge base
- similarity measure
- multidimensional scaling
- proximity measures
- similarity search
- retrieval model
- euclidean space
- feature vectors
- markov chain
- transition probabilities
- vector space model
- bayesian networks
- graph laplacian
- transition probability matrix
- latent semantic indexing
- euclidean distance
- riemannian manifolds
- similarity function
- metric space
- computer vision
- low dimensional
- edit distance
- distance function
- image segmentation
- pairwise